where \(r_{i} \in \mathbb {R}^{1}\)  is the box size of object \(i\) , \(W_{b}\)  is a projection matrix mapping the box information to high dimension embedding, \(\text{LN}(\cdot )\)  is layer normalization [1]}, and \([\cdot ,\cdot ]\)  is the concatenate operation.
